Tech review of data smoothing techniques

demand-consults / demand_acep

A data-pipeline for high-resolution power meter data

MIT License

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Tech review of data smoothing techniques #6

Open chintanp opened 5 years ago

chintanp commented 5 years ago

Since the data is at a sub-second resolution, the team will compare performance of few algorithms for data aggregation and averaging so it can be consumed in applications that do not need such high-resolution like Homer. The new time resolution will be 1 min / 5 min (? get confirmation from Heike / George).

chintanp commented 5 years ago

Pandas resample() is used for down-sampling.